Sampling | Model | pi (pi_posthoc) | theta | xi | Phi | K |
SRS | sOFMM | 0.0664 | 0.0627 | 2.4555 | 2.8436 | 0.15 |
SRS | wsOFMM | 0.0664 | 0.0627 | 2.4555 | 2.8436 | 0.15 |
SRS | sOFMM Latent | 0.0208 (0.0679) | 0.0568 | 2.7338 | 6.7139 | 0.05 |
SRS | wsOFMM Latent | 0.0208 | 0.0568 | 2.7338 | 6.7139 | 0.05 |
Uneq | sOFMM | 0.0959 | 0.175 | 1.3909 | 1.4238 | 0.25 |
Uneq | wsOFMM | 0.0621 | 0.1648 | 2.2284 | 1.94 | 0.25 |
Uneq | sOFMM Latent | 0.0851 (0.1992) | 0.0921 | 1.8757 | 2.2281 | 0.1 |
Uneq | wsOFMM Latent | 0.0308 | 0.0814 | 1.9144 | 1.8859 | 0.1 |
Sampling | Model | Metric | pi_1 | pi_2 | xi_1 | xi_2 | xi_3 | xi_4 |
True | 0.27425 | 0.72575 | 1.2000 | -0.3300 | 0.0800 | -0.6800 | ||
SRS | sOFMM | Mean Post Est | 0.40540 | 0.54560 | 0.9246 | -1.0279 | 0.5108 | 0.1346 |
SRS | sOFMM | Mean Post Var | 0.01870 | 0.01970 | 1.4378 | 1.1657 | 1.4481 | 1.9010 |
SRS | sOFMM | Mean Coverage | 1.00000 | 0.85000 | 1.0000 | 0.9000 | 0.9500 | 0.9000 |
SRS | wsOFMM | Mean Post Est | 0.40540 | 0.54560 | 0.9246 | -1.0279 | 0.5108 | 0.1346 |
SRS | wsOFMM | Mean Post Var | 0.01870 | 0.01970 | 1.4378 | 1.1657 | 1.4481 | 1.9010 |
SRS | wsOFMM | Mean Coverage | 1.00000 | 0.85000 | 1.0000 | 0.9000 | 0.9500 | 0.9000 |
SRS | sOFMM Latent | Mean Post Est | 0.33620 | 0.65270 | 1.1013 | -0.9839 | 0.6584 | -0.0524 |
SRS | sOFMM Latent | Mean Post Var | 0.01820 | 0.01850 | 2.2373 | 1.1449 | 2.3590 | 3.3044 |
SRS | sOFMM Latent | Mean Coverage | 1.00000 | 0.95000 | 1.0000 | 0.9000 | 0.9500 | 1.0000 |
SRS | wsOFMM Latent | Mean Post Est | 0.33620 | 0.65270 | 1.1013 | -0.9839 | 0.6584 | -0.0524 |
SRS | wsOFMM Latent | Mean Post Var | 0.01820 | 0.01850 | 2.2373 | 1.1449 | 2.3590 | 3.3044 |
SRS | wsOFMM Latent | Mean Coverage | 1.00000 | 0.95000 | 1.0000 | 0.9000 | 0.9500 | 1.0000 |
Uneq | sOFMM | Mean Post Est | 0.43480 | 0.48410 | 1.0468 | -0.7340 | -0.1406 | 0.0074 |
Uneq | sOFMM | Mean Post Var | 0.01510 | 0.01410 | 1.1402 | 0.9453 | 1.5140 | 1.1998 |
Uneq | sOFMM | Mean Coverage | 0.60000 | 0.35000 | 1.0000 | 0.9500 | 1.0000 | 1.0000 |
Uneq | wsOFMM | Mean Post Est | 0.38710 | 0.54910 | 0.8590 | -0.8520 | 0.3815 | -0.0228 |
Uneq | wsOFMM | Mean Post Var | 0.01980 | 0.02010 | 1.0429 | 0.8790 | 1.3110 | 1.3963 |
Uneq | wsOFMM | Mean Coverage | 1.00000 | 0.95000 | 1.0000 | 0.9000 | 1.0000 | 0.9500 |
Uneq | sOFMM Latent | Mean Post Est | 0.45640 | 0.51130 | 1.0492 | -0.8696 | -0.2170 | 0.1574 |
Uneq | sOFMM Latent | Mean Post Var | 0.01410 | 0.01340 | 1.3557 | 1.3812 | 2.6992 | 2.4441 |
Uneq | sOFMM Latent | Mean Coverage | 0.40000 | 0.30000 | 1.0000 | 0.9500 | 0.9500 | 0.9000 |
Uneq | wsOFMM Latent | Mean Post Est | 0.34640 | 0.62180 | 0.8978 | -0.8494 | 0.4306 | -0.1184 |
Uneq | wsOFMM Latent | Mean Post Var | 0.01520 | 0.01570 | 1.4814 | 0.9445 | 1.7881 | 2.6873 |
Uneq | wsOFMM Latent | Mean Coverage | 1.00000 | 0.90000 | 1.0000 | 0.9500 | 0.9500 | 0.9500 |
Sampling | Model | Metric | theta1_1_1 | theta1_1_2 | theta2_1_1 | theta2_1_2 | theta3_1_1 | theta3_1_2 | theta4_1_1 | theta4_1_2 |
True | 0.1000 | 0.9000 | 0.1000 | 0.9000 | 0.1000 | 0.9000 | 0.1000 | 0.9000 | ||
SRS | sOFMM | Mean Post Est | 0.3090 | 0.6910 | 0.3403 | 0.6597 | 0.3202 | 0.6798 | 0.3481 | 0.6519 |
SRS | sOFMM | Mean Post Var | 0.0423 | 0.0423 | 0.0430 | 0.0430 | 0.0403 | 0.0403 | 0.0398 | 0.0398 |
SRS | sOFMM | Mean Coverage | 1.0000 | 1.0000 | 0.9500 | 0.9500 | 1.0000 | 1.0000 | 0.8500 | 0.8500 |
SRS | wsOFMM | Mean Post Est | 0.3090 | 0.6910 | 0.3403 | 0.6597 | 0.3202 | 0.6798 | 0.3481 | 0.6519 |
SRS | wsOFMM | Mean Post Var | 0.0423 | 0.0423 | 0.0430 | 0.0430 | 0.0403 | 0.0403 | 0.0398 | 0.0398 |
SRS | wsOFMM | Mean Coverage | 1.0000 | 1.0000 | 0.9500 | 0.9500 | 1.0000 | 1.0000 | 0.8500 | 0.8500 |
SRS | sOFMM Latent | Mean Post Est | 0.1913 | 0.8087 | 0.2071 | 0.7929 | 0.1927 | 0.8073 | 0.2185 | 0.7815 |
SRS | sOFMM Latent | Mean Post Var | 0.0265 | 0.0265 | 0.0260 | 0.0260 | 0.0238 | 0.0238 | 0.0240 | 0.0240 |
SRS | sOFMM Latent | Mean Coverage | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.9500 | 0.9500 | 0.9000 | 0.9000 |
SRS | wsOFMM Latent | Mean Post Est | 0.1913 | 0.8087 | 0.2071 | 0.7929 | 0.1927 | 0.8073 | 0.2185 | 0.7815 |
SRS | wsOFMM Latent | Mean Post Var | 0.0265 | 0.0265 | 0.0260 | 0.0260 | 0.0238 | 0.0238 | 0.0240 | 0.0240 |
SRS | wsOFMM Latent | Mean Coverage | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.9500 | 0.9500 | 0.9000 | 0.9000 |
Uneq | sOFMM | Mean Post Est | 0.6400 | 0.3600 | 0.6282 | 0.3718 | 0.5958 | 0.4042 | 0.6288 | 0.3712 |
Uneq | sOFMM | Mean Post Var | 0.0646 | 0.0646 | 0.0650 | 0.0650 | 0.0631 | 0.0631 | 0.0687 | 0.0687 |
Uneq | sOFMM | Mean Coverage | 0.6500 | 0.6500 | 0.6500 | 0.6500 | 0.6500 | 0.6500 | 0.6000 | 0.6000 |
Uneq | wsOFMM | Mean Post Est | 0.4581 | 0.5419 | 0.4440 | 0.5560 | 0.3919 | 0.6081 | 0.4257 | 0.5743 |
Uneq | wsOFMM | Mean Post Var | 0.0748 | 0.0748 | 0.0716 | 0.0716 | 0.0748 | 0.0748 | 0.0697 | 0.0697 |
Uneq | wsOFMM | Mean Coverage | 1.0000 | 1.0000 | 0.9500 | 0.9500 | 1.0000 | 1.0000 | 0.8500 | 0.8500 |
Uneq | sOFMM Latent | Mean Post Est | 0.5949 | 0.4051 | 0.6060 | 0.3940 | 0.5915 | 0.4085 | 0.6057 | 0.3943 |
Uneq | sOFMM Latent | Mean Post Var | 0.0242 | 0.0242 | 0.0254 | 0.0254 | 0.0242 | 0.0242 | 0.0257 | 0.0257 |
Uneq | sOFMM Latent | Mean Coverage | 0.4500 | 0.4500 | 0.4000 | 0.4000 | 0.4500 | 0.4500 | 0.4500 | 0.4500 |
Uneq | wsOFMM Latent | Mean Post Est | 0.2029 | 0.7971 | 0.1921 | 0.8079 | 0.1621 | 0.8379 | 0.2000 | 0.8000 |
Uneq | wsOFMM Latent | Mean Post Var | 0.0230 | 0.0230 | 0.0219 | 0.0219 | 0.0235 | 0.0235 | 0.0248 | 0.0248 |
Uneq | wsOFMM Latent | Mean Coverage | 0.9500 | 0.9500 | 0.9500 | 0.9500 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
Sampling | Model | Metric | theta1_2_1 | theta1_2_2 | theta2_2_1 | theta2_2_2 | theta3_2_1 | theta3_2_2 | theta4_2_1 | theta4_2_2 |
True | 0.9000 | 0.1000 | 0.9000 | 0.1000 | 0.9000 | 0.1000 | 0.9000 | 0.1000 | ||
SRS | sOFMM | Mean Post Est | 0.6471 | 0.3529 | 0.6522 | 0.3478 | 0.6431 | 0.3569 | 0.6415 | 0.3585 |
SRS | sOFMM | Mean Post Var | 0.0293 | 0.0293 | 0.0280 | 0.0280 | 0.0284 | 0.0284 | 0.0276 | 0.0276 |
SRS | sOFMM | Mean Coverage | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 |
SRS | wsOFMM | Mean Post Est | 0.6471 | 0.3529 | 0.6522 | 0.3478 | 0.6431 | 0.3569 | 0.6415 | 0.3585 |
SRS | wsOFMM | Mean Post Var | 0.0293 | 0.0293 | 0.0280 | 0.0280 | 0.0284 | 0.0284 | 0.0276 | 0.0276 |
SRS | wsOFMM | Mean Coverage | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 | 0.7500 |
SRS | sOFMM Latent | Mean Post Est | 0.7837 | 0.2163 | 0.7836 | 0.2164 | 0.7737 | 0.2263 | 0.7820 | 0.2180 |
SRS | sOFMM Latent | Mean Post Var | 0.0078 | 0.0078 | 0.0083 | 0.0083 | 0.0081 | 0.0081 | 0.0080 | 0.0080 |
SRS | sOFMM Latent | Mean Coverage | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 |
SRS | wsOFMM Latent | Mean Post Est | 0.7837 | 0.2163 | 0.7836 | 0.2164 | 0.7737 | 0.2263 | 0.7820 | 0.2180 |
SRS | wsOFMM Latent | Mean Post Var | 0.0078 | 0.0078 | 0.0083 | 0.0083 | 0.0081 | 0.0081 | 0.0080 | 0.0080 |
SRS | wsOFMM Latent | Mean Coverage | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 | 0.8500 |
Uneq | sOFMM | Mean Post Est | 0.4423 | 0.5577 | 0.4554 | 0.5446 | 0.4378 | 0.5622 | 0.4405 | 0.5595 |
Uneq | sOFMM | Mean Post Var | 0.0148 | 0.0148 | 0.0165 | 0.0165 | 0.0157 | 0.0157 | 0.0140 | 0.0140 |
Uneq | sOFMM | Mean Coverage | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 |
Uneq | wsOFMM | Mean Post Est | 0.5858 | 0.4142 | 0.5680 | 0.4320 | 0.5654 | 0.4346 | 0.5805 | 0.4195 |
Uneq | wsOFMM | Mean Post Var | 0.0175 | 0.0175 | 0.0164 | 0.0164 | 0.0190 | 0.0190 | 0.0151 | 0.0151 |
Uneq | wsOFMM | Mean Coverage | 0.6000 | 0.6000 | 0.6000 | 0.6000 | 0.6000 | 0.6000 | 0.6000 | 0.6000 |
Uneq | sOFMM Latent | Mean Post Est | 0.4440 | 0.5560 | 0.4508 | 0.5492 | 0.4324 | 0.5676 | 0.4377 | 0.5623 |
Uneq | sOFMM Latent | Mean Post Var | 0.0140 | 0.0140 | 0.0157 | 0.0157 | 0.0155 | 0.0155 | 0.0138 | 0.0138 |
Uneq | sOFMM Latent | Mean Coverage | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 | 0.5000 |
Uneq | wsOFMM Latent | Mean Post Est | 0.8258 | 0.1742 | 0.8094 | 0.1906 | 0.7956 | 0.2044 | 0.8009 | 0.1991 |
Uneq | wsOFMM Latent | Mean Post Var | 0.0202 | 0.0202 | 0.0207 | 0.0207 | 0.0222 | 0.0222 | 0.0223 | 0.0223 |
Uneq | wsOFMM Latent | Mean Coverage | 0.8500 | 0.8500 | 0.9000 | 0.9000 | 0.9000 | 0.9000 | 0.9000 | 0.9000 |